DEVELOPMENT... OpenML
Run
28846

Run 28846

Task 3613 (Supervised Classification) servo Uploaded 09-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I40
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9852
Per class
Build CPU time
0.005
Build memory
964941039.0419
F measure
0.9194
Per class
Kappa
0.7818
KB relative information score
121.8528
Mean absolute error
0.0881
Mean prior absolute error
0.3533
Number of instances
167
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9301
Per class
Predictive accuracy
0.9162
Prior entropy
0.7794
Recall
0.9162
Per class
Relative absolute error
0.2494
Root mean prior squared error
0.4193
Root mean squared error
0.2078
Root relative squared error
0.4956
SciMark benchmark
943.5072